Index › HR › Products › John Hancock · November 2026 Edition
401(k) providers · Named, not ranked

John Hancock

John Hancock is a 401(k) provider that offers retirement plans to employers · johnhancock.com ↗

–Too few to rank
8/14Models named it
0First choices
15Warnings
November 2026 Edition · all company sizes counted.
Ranked in401(k) providers #80 mid-market
What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. John Hancock has 8.

Why models recommend it

No positive label carried a quote.

What gives them pause

“worst offenders are usually the insurance companies. John Hancock, Principal, Pru, T Rowe etc.”Muse Glimmer 30B · Negative question · warning
“Known for high fees and trailing returns compared to low-cost index funds.”Mistral Small · Negative question · warning
“Common Examples: John Hancock, Transamerica, Principal Financial... Why to be cautious: Many insurance-based 401(k) plans”Gemini 3.5 Flash · Negative question · warning
“Historically known for high expense ratios and limited low-cost index options, though they've improved somewhat.”DeepSeek V4 Flash · Negative question · warning

Also on the shortlist

The products named in the same answers as John Hancock, over the 18 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on John Hancock's own site, not checked by Gane.

For
customers
Customers named
Kelley
Visit johnhancock.com ↗

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named John Hancock came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 17 of the 18 answers that named John Hancock and are not a share of its labels.

Domains cited

reddit.com14
investmentnews.com9
trustpilot.com8
employeefiduciary.com7
bogleheads.org6
metalsretirement.com6
jdsupra.com5
purposefulfinance.org5
bbb.org4
betterment.com4

Sixty-eight of the sixty-eight domain citations in answers naming John Hancock came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on John Hancock across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00011
Perplexity Sonar00000
Grok 4.2000000
Mistral Small00011
DeepSeek V4 Flash00011
Llama 4 Maverick00000
Qwen 3.7 Flash00011
Kimi K200112
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00112

What it publishes

Addresses on johnhancock.com
678
subdomains included
Content
511
counted in the table below
Documentation
3
Product · Integration
0 · 0
KindPagesLast 90 days2025-11 to 2026-10LatestCategories named
News or press387122026-10-01
Blog94undated
Podcast or video20undated
Comparison602025-01-01
Glossary or explainer3undated
Case study1undated
How it is countedHide how it is counted

Every page johnhancock.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read October 5, 2026.